TGFB1 and Hyperglycemia: Hyperglycemia also triggers alternative metabolic pathways—including the polyol pathway, hexosamine biosynthesis, and protein kinase C (PKC) activation—all of which exacerbate oxidative stress and amplify transforming growth factor-beta (TGF-β)/Smad signaling (12–16).